Search Results for author: Mulham Fawakherji

Found 3 papers, 1 papers with code

TextAug: Test time Text Augmentation for Multimodal Person Re-identification

no code implementations4 Dec 2023 Mulham Fawakherji, Eduard Vazquez, Pasquale Giampa, Binod Bhattarai

In this study, we investigate the effectiveness of two computer vision data augmentation techniques: cutout and cutmix, for text augmentation in multi-modal person re-identification.

Multimodal Deep Learning Person Re-Identification +2

Weakly and Semi-Supervised Detection, Segmentation and Tracking of Table Grapes with Limited and Noisy Data

no code implementations27 Aug 2022 Thomas A. Ciarfuglia, Ionut M. Motoi, Leonardo Saraceni, Mulham Fawakherji, Alberto Sanfeliu, Daniele Nardi

To improve detection and segmentation on the target data, we propose to train the segmentation algorithm with a weak bounding box label, while for tracking we leverage 3D Structure from Motion algorithms to generate new labels from already labelled samples.

Segmentation

Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming

2 code implementations12 Sep 2020 Mulham Fawakherji, Ciro Potena, Alberto Pretto, Domenico D. Bloisi, Daniele Nardi

In this work, we propose an alternative solution with respect to the common data augmentation methods, applying it to the fundamental problem of crop/weed segmentation in precision farming.

Data Augmentation Image Generation +3

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